Abstract
The purpose of this paper is to illustrate the conceptual modelling of Belief, Desire and Intention (BDI) Agents within an Intelligent Tutoring System (ITS). A two stage modelling process is presented during which a combination of existing modelling techniques are employed. Initially an overall analysis and functional decomposition of the complex ITS is performed using recognized modelling procedures from the area of object oriented software engineering. Finally, the BDI agents’ state (belief, desire, intention, goals and plans) are modelled using techniques particular to the area of agent oriented software engineering. Epistemic and modal logic are employed as a modelling language. Specific attention is paid to the modelling and observations of social interactions among Intelligent Agents (IA) in the ITS.
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References
Rao, A.S., Georgeff, M.P.: BDI-Agents: From Theory to Practice. In: Lesser, V., Gasser, L. (eds.) Proceedings of the First International Conference on Multiagent Systems, ICMAS 1995, California, pp. 312–319. AAAI Press, Menlo Park (1995)
Dignum, F., Moreley, D., Sonenberg, E., Cavendon, L.: Towards Socially Sophisticated BDI Agents. In: Proceedings of the ICMAS 2000, pp. 111–118 (2000)
Rahwan, I., Kowalczyk, R., Yang, Y.: Virtual Enterprise Design – BDI Agents vs. Objects. In: Kowalczyk, R., Loke, S.W., Reed, N.E., Graham, G. (eds.) PRICAI-WS 2000. LNCS (LNAI), vol. 2112, pp. 147–157. Springer, Heidelberg (2001)
Stephens, P., Pooley, R.: Using UML: Software Engineering with Objects and Components. Pearson Education Limited, Essex, England (2000)
Kendall, E.A.: Role Modelling for Agent System Analysis, Design, and Implementation. In: 1st International Symposium on Agent Systems and Applications, October 1999, IEEE CS Press, Los Alamitos (1999)
Wooldridge, M., Jennings, N.R.: Intelligent Agents: Theory and Practice. Knowledge Engineering Review 10(2), 115–152 (1995)
Garcia, A.F., Lucena, C.J.P., Cowan, D.D.: Agents in Object-Oriented Software Engineering. Software Practice and Experience 34(5), 489–521 (2004)
d’Inverno, M., Luck, M.: Formal Agent Development:Framework to System. In: Rash, J.L., Rouff, C.A., Truszkowski, W., Gordon, D.F., Hinchey, M.G. (eds.) FAABS 2000. LNCS (LNAI), vol. 1871, pp. 133–147. Springer, Heidelberg (2001)
Wooldridge, M., Jennings, N.R., Kinny, D.: The Gaia Methodology for Agent-Oriented Analysis and Design. Autonomous Agents and Multi-Agent Systems 3(3), 285–312 (2000)
Rao, A.S., Georgeff, M.P.: Modelling Rational Agents within a BDI Architecture. In: Allen, Fikes, J., Sandwell, E. (eds.) Proceedings of the Second International Conference on Principles of Knowledge Representation and Reasoning, San Mateo, CA, pp. 473–484. Morgan Kaufmann, San Francisco (1991)
Perini, A., Bresciani, P., Giorgini, P., Giunchiglia, F.: Towards an Agent Oriented Approach to Software Engineering. In: Proceedings of the Workshop Dagli oggetti agli agenti: tendenze evolutive dei sistemi software, Bologna, Italy (September 2001), Pitagora Editrice
Castelfranchi, C.: Modelling Social Action for AI Agents. Artificial Intelligence 103, 157–182 (1998)
Perini, A., Susi, A., Giunchiglia, F.: Designing Coordination among Human and Software Agents. Technical Report DIT-02-0060, University of Trento, 38050 Povo, Trento, Italy, Via Sommarive 14 (2002)
Panzarasa, P., Jennings, N., Norman, T.: Social Mental Shaping: Modelling the Impact of Sociality on the Mental States of Autonomous Agents. Computational Intelligence 17(4), 738–782 (2001)
Panzarasa, P., Norman, T.J., Jennings, N.: Modeling Sociality in the BDI Framework. In: Liu, J., Zhong, N. (eds.) Intelligent Agent Technology: Systems, Methodologies, and Tools. Proceedings of the First Asia-Pacific Conference on Intelligent Agent Technology, pp. 202–206. World Scientific Publishing, Singapore (1999)
Alvarado, M., Sheremetov, L.: Interaction Modal Logic for Multiagent Systems based on BDIArchitecture. In: Proc. of the 3er. Encuentro Internacional de Ciencias de la Computación (ENC 2001), Aguascalientes, Mexico, September 2001, pp. 389–396 (2001)
Self, J.: Student Modelling: The Key to Individualized Knowledge-Based Instruction. NATO Asi Series. Series F, Computer and Systems Sciences, vol. 125. Springer, Berlin (1994)
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Mowlds, F., Roche, B.J. (2004). Conceptual Model of BDI Agents within an ITS. In: Wang, S., et al. Conceptual Modeling for Advanced Application Domains. ER 2004. Lecture Notes in Computer Science, vol 3289. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30466-1_46
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DOI: https://doi.org/10.1007/978-3-540-30466-1_46
Publisher Name: Springer, Berlin, Heidelberg
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